AI Course for Beginners: Maedcore at Alcalá Mobile 2024
Maedcore delivered an intensive AI course at Alcalá Mobile 2024: machine learning, neural networks and your own app in 5 hours. No prior experience required.
Why an AI Course for Beginners
Artificial intelligence is no longer just for engineers. Professionals in marketing, management, healthcare, education and commerce need to understand what AI can and cannot do in order to make better decisions within their organisations. The problem is that most available resources assume prior technical knowledge that the majority of people simply do not have.
Our goal at Alcalá Mobile 2024 was clear: make AI accessible to everyone, regardless of their background.
The Format: 5 Hours, Theory + Practice + Your Own Project
The course ran for five hours with a hybrid approach of applied theory and guided practice. The structure was:
Block 1 — Machine Learning Fundamentals
We explained what machine learning is, how algorithms learn from data and why it is the heart of modern AI. We used everyday examples — spam filters, Spotify recommendations, bank fraud detection — to anchor the concepts in familiar situations.
Block 2 — Neural Networks: The Intelligence That Mimics the Brain
We explored the architecture of artificial neural networks — input layers, hidden layers and output layer — and how they learn through the iterative adjustment of weights (backpropagation). No complex mathematics: visualisations and intuition as the main tools.
Block 3 — Data Processing: The Fuel of AI
AI is only as good as the data it is trained on. We introduced concepts of data cleaning, normalisation and splitting into training and test sets, explaining why data quality is the most critical variable in any AI project.
Block 4 — Practical Project: Your Own AI Application
The course finale was the most popular: each participant built their own basic AI application, with the option to personalise it to solve a real problem from their professional or personal context. Seeing something actually work completely changes how accessible the technology feels.
The Context: Alcalá Mobile 2024
Alcalá Mobile 2024 was an exceptional platform for this kind of initiative. The event brought together people from very different backgrounds — entrepreneurs, executives, students, technicians — creating a diverse and enriching learning environment. Our AI classes were part of a programme of activities aimed at democratising technological knowledge.
The venue — the former Hospital of Santa María la Rica — added a fascinating contrast: a space steeped in history as a meeting point for cutting-edge innovation.
Participant Profile and Results
Attendees arrived with no prior experience in programming or AI. By the end of the five hours:
- Everyone had completed and run their first AI application.
- Most identified at least one AI use case applicable to their work or business.
- Several participants requested information about customised projects with Maedcore.
The key takeaway for us as trainers: the barrier to entry for AI is not technical, it is confidence. When people see that they can make something work, their willingness to explore further changes dramatically.
Want an AI Course for Your Team or Company?
We offer AI workshops and training programmes tailored to different levels and contexts: from awareness sessions for leadership teams to intensive technical training for development teams. All our programmes combine applied theory with real hands-on projects.
Ready to transform your company?
Book a free 30-minute meeting with an engineer.
